sielTrace - AI-Powered User Story Refiner

by sieltrace

works with Jira Cloud

Free app

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SUPPORT: Partner Supported

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Key highlights of the appTransform vague user stories into detailed, actionable tickets with AI that knows your business rules and codebase

AI-Powered Refinement

Transform vague user stories into detailed tickets—complete with acceptance criteria, technical context, and effort estimates—in seconds, while also adding planning poker, test cases, and sub-tasks with descriptions.

Your Business Brain

Ground every suggestion in your organization's curated business rules, not generic AI best practices.

Bad User History

Complete transformation to best User History

Supporting media

More details

sielTrace refines vague user stories into detailed, actionable tickets using your organization's curated business knowledge and actual codebase context. Get AI-generated acceptance criteria, conflict detection, and effort estimation in seconds — with complete tenant isolation and privacy-first AI (native Forge or bring your own API key).

Resources

App documentation
Comprehensive set of documentation from the partner on how this app works

Privacy and Security

Privacy and security questionnaire has been filled by the partner

Privacy policy

Atlassian's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner.

Partner privacy policy

Security program

This app is not part of the Marketplace Bug Bounty program.

Integration permissions

sielTrace - AI-Powered User Story Refiner integrates with your Atlassian app

Version information

Version 2.4.0•for Jira Cloud

Release date: Aug 3rd 2026
Summary: Minor version update
Details: Historical effort insights shown alongside AI refinement
Faster refinement and re-refinement (parallelized AI calls, model caching)
User story format (As a/I want/So that) applied to title/summary field, including bug tickets
Generated test cases now stay in sync when re-refining
Fixed: refined items no longer disappear on page reload
Payment model: Free
License type: Commercial